invest_email_biased.csv

age,income,insurance,invested,em1,em2,em3,converted
44.1,5483.8,6155.29,14294.81,0,0,1,0
39.8,2737.92,50069.4,7468.15,1,0,0,0
49.0,2712.51,5707.08,5095.65,0,0,1,1
39.7,2326.37,15657.97,6345.2,0,0,0,0
35.3,2787.26,27074.44,14114.86,1,1,0,0
40.0,1229.99,821.87,726.26,1,0,0,0
36.0,1643.77,29102.01,1836.4,0,0,0,0
49.7,6820.32,54063.86,28737.34,0,0,1,1
38.4,8319.4,58393.53,15241.57,0,0,0,0
41.6,6748.43,30599.31,17328.12,1,0,1,1
40.8,3019.07,17211.09,4558.26,0,0,1,0
43.4,890.4,5455.07,1719.38,0,0,1,0
41.3,19829.24,53650.68,51061.46,0,1,1,0
38.6,9308.18,1538.79,14181.96,0,1,0,1
35.5,5277.31,29810.53,7685.14,0,0,0,0
47.9,1494.76,54312.95,4040.93,0,0,0,0
42.0,8239.7,7905.07,21878.05,0,0,1,0
39.8,3666.58,746.23,5357.53,0,0,0,0
42.3,2497.92,15478.06,5870.57,1,0,0,0
37.6,6838.17,35397.6,11120.44,0,0,0,0
48.5,1254.96,10974.25,2855.73,0,0,1,0
41.4,5082.58,12386.69,15248.22,0,0,1,0
43.0,8727.44,2987.04,18266.63,0,1,1,1
40.7,4394.2,28371.2,6642.72,0,0,1,0
43.8,9372.1,29.73,13412.18,0,0,0,0
43.6,1975.13,29129.06,8170.71,0,0,1,0
46.9,2938.14,24259.02,3499.0,0,0,1,0
45.7,7578.88,1293.64,15871.41,0,0,1,0
44.1,2429.98,58202.85,7707.48,0,0,1,0
48.7,6634.26,4927.82,24113.72,0,0,1,1
49.1,13709.99,32793.25,42423.37,0,1,1,1
44.4,4068.22,39245.83,12173.45,0,0,1,1
47.9,9231.6,11787.52,37624.85,0,0,1,0
38.2,4500.43,8413.94,12303.31,0,0,0,0
41.1,8948.12,15029.85,24362.2,0,0,1,0
40.6,13606.21,3151.86,44209.3,1,0,1,1
44.7,3220.24,595.29,3541.27,1,0,1,0
46.6,1754.4,70600.39,3897.5,1,0,1,0
45.1,1204.98,46063.33,3089.03,1,0,1,0
33.7,2136.01,23592.79,5821.44,0,0,0,0
41.6,2108.55,53253.4,2372.21,0,0,1,0
47.6,960.5799999999999,21846.03,1697.7,1,0,1,0
38.0,5618.13,29617.66,2284.81,0,0,0,0
43.0,4197.27,100460.39,10909.98,0,0,1,0
37.7,1205.02,6076.96,804.26,0,0,0,0
42.8,1514.88,8888.28,2206.64,0,0,1,0
43.8,5083.78,6214.66,5297.89,0,0,1,0
43.7,3009.53,68205.72,8986.0,0,0,1,0
40.5,4452.389999999999,4258.71,10236.9,0,0,1,0
43.1,7039.34,6861.05,15424.73,0,0,1,0
35.2,2227.0299999999997,20438.73,6369.0,0,0,0,0
42.7,3134.95,48350.39,9951.06,0,0,1,0
39.3,8434.48,40370.23,18556.91,0,0,0,0
43.4,1967.43,12664.16,4788.15,1,0,1,1
32.9,1657.07,707.65,213.47,1,0,0,0
41.4,1270.06,115.98,3832.74,1,0,1,1
48.1,4133.5599999999995,22109.73,11475.5,0,0,1,0
38.4,1464.8899999999999,4996.68,2690.94,1,0,0,0
37.8,3015.09,195381.97,1588.33,0,0,0,0
39.4,8834.26,57321.6,16855.02,0,0,0,0
41.1,2297.6400000000003,6.3,3488.94,1,0,1,0
45.2,5323.2,32823.36,8771.27,0,0,0,0
40.3,944.9100000000001,23001.13,2090.27,0,0,1,0
49.6,6755.22,30232.94,21536.89,0,0,1,0
39.2,6086.25,4851.17,7247.58,0,0,0,0
41.1,690.85,49124.13,1548.76,1,0,1,0
37.4,885.24,37039.46,1127.52,0,0,0,0
47.0,4422.42,69099.08,17401.53,0,0,1,0
40.5,3713.65,92490.16,9516.57,0,1,1,0
42.0,1217.48,73067.31,1666.54,0,0,1,0
44.4,8289.5,82460.06,16642.67,0,0,1,0
47.2,4209.05,11967.82,5100.98,0,0,1,0
38.6,1479.1,36303.69,7626.7,0,0,0,0
40.2,4862.75,39383.33,3874.41,0,0,1,0
44.2,1584.91,132913.15,3323.93,1,0,1,0
39.2,4393.33,104.3,5846.44,0,0,0,0
48.1,6427.35,78.55,19206.87,0,0,1,0
40.8,562.61,1775.78,453.61,0,0,1,0
38.4,772.6,77818.92,2646.49,1,0,0,0
39.6,4578.27,17822.88,9474.72,0,0,0,0
47.3,6648.13,55706.93,22836.56,0,0,0,0
43.5,7588.53,38831.44,20983.95,0,0,1,1
41.3,5373.97,13670.09,7737.03,0,0,1,0
48.4,1440.96,12534.6,4630.43,0,0,1,0
42.7,4191.58,693.55,11610.89,0,0,1,1
37.0,4191.6900000000005,13538.44,7185.28,0,0,0,0
44.9,12619.42,52034.95,22168.09,0,0,1,1
46.4,1376.3899999999999,15661.53,3430.13,0,0,1,1
44.0,5976.31,55752.28,10982.68,0,0,1,0
40.8,1009.1700000000001,3347.42,1555.69,0,0,1,0
40.8,8390.93,10215.84,33691.27,0,0,1,0
42.2,2424.1099999999997,155277.1,4103.7,0,0,1,0
39.8,1720.83,5855.85,872.39,0,0,0,0
43.1,2002.19,15950.08,2337.35,0,0,1,0
42.8,2604.89,4117.04,6032.11,0,0,1,0
40.2,3872.54,5771.29,13709.28,0,0,1,0
42.2,2197.44,4883.7,6059.02,0,0,1,0
47.6,10760.91,15764.34,17583.31,0,0,1,1
41.1,3488.49,45455.56,3347.14,0,1,1,0
45.8,2743.51,70044.7,7256.19,0,0,1,0
38.7,5092.82,38143.02,5292.78,0,0,0,0
36.7,1196.08,9187.87,2582.63,0,0,0,0
42.4,2939.98,22450.52,2573.17,1,0,1,0
42.4,1313.38,29039.58,4850.31,1,0,1,0
35.6,7837.86,14362.53,22219.49,0,0,0,0
43.3,1718.53,31728.92,8638.72,0,0,1,1
40.9,818.49,135448.8,3246.42,1,0,1,0
46.2,1597.15,15482.71,3545.97,0,0,1,1
52.3,3542.94,1642.23,9823.7,0,0,1,0
50.3,3613.71,5880.15,14225.54,0,0,1,0
34.7,1586.56,97867.94,658.06,1,0,0,1
38.1,2864.95,54417.31,9686.43,1,0,0,1
43.8,593.39,3530.89,1606.28,1,0,1,0
44.1,3768.92,5161.23,4540.58,0,0,1,0
37.6,2441.63,60736.45,10793.54,0,0,0,0
50.3,4822.86,61284.98,10843.19,0,0,1,0
35.0,6359.09,880.66,13824.43,0,0,0,0
37.2,2165.3599999999997,14395.68,1861.42,0,0,0,0
38.9,6002.64,45517.01,15599.9,0,1,0,1
31.6,1264.45,30176.29,1454.55,0,0,0,0
40.4,1302.6599999999999,24980.35,2402.4,0,0,1,0
42.3,1391.65,3933.05,1279.99,0,0,0,0
42.5,1253.6,30569.76,2882.39,0,0,1,0
44.8,4597.97,992.6,11682.39,0,0,1,0
45.6,1722.34,44872.58,2534.25,0,0,1,0
45.3,6991.9,18682.02,17516.34,0,0,1,0
43.8,12971.55,11855.63,21772.01,0,0,1,0
42.1,1234.24,30591.61,2011.29,0,1,1,0
34.1,2057.7799999999997,35300.4,1991.48,0,0,0,1
48.0,3099.46,30067.12,7364.51,1,0,1,0
42.3,5196.21,24387.36,8964.54,0,0,0,0
37.0,14655.92,80892.14,28231.79,0,0,0,0
44.7,5294.45,36222.44,16582.8,0,0,1,0
41.5,13705.09,8518.43,26341.75,0,0,1,0
36.0,3825.48,21095.99,17126.33,0,0,0,0
47.1,1363.8400000000001,160951.57,2130.77,0,0,1,0
42.5,12372.9,3703.08,22131.67,0,0,0,0
43.9,3291.09,105855.61,5907.4,0,0,1,0
43.5,1617.82,8426.31,4613.01,0,0,1,0
42.0,5243.86,22012.67,11697.84,0,0,0,0
39.0,2182.1,2775.47,3518.01,0,0,0,0
39.5,6871.65,67568.09,6025.54,0,0,0,0
44.9,3125.68,7548.95,8239.61,0,0,1,0
40.0,5799.19,102023.0,14193.18,0,0,0,0
41.0,5862.18,141849.71,8216.08,0,0,1,0
37.8,1038.12,17.66,424.79,1,0,0,1
36.4,1012.92,16918.94,2674.17,1,0,0,0
34.4,6592.9,50501.83,2798.83,0,0,0,0
51.9,5926.3,27784.29,11326.34,0,0,0,0
43.8,2037.32,5885.54,2923.42,0,0,1,0
44.5,3948.69,76924.46,7124.08,0,0,1,0
43.8,2595.16,47689.59,7262.53,0,0,1,1
43.8,2020.12,23489.13,3266.42,1,0,1,0
42.2,1772.85,68481.63,2533.96,0,0,1,1
38.8,4540.8099999999995,24042.28,13410.6,1,0,0,1
44.8,630.5699999999999,3835.32,1952.18,1,0,1,0
39.0,5779.37,12505.52,18345.18,0,0,0,1
27.6,768.6700000000001,23667.79,651.0,0,0,0,0
43.8,8658.42,131074.48,22274.99,0,0,0,0
45.7,2204.31,4213.51,6148.06,1,0,1,1
42.0,654.85,11086.62,1745.15,1,0,1,0
44.6,3307.12,26586.96,3288.46,0,0,1,1
37.9,3716.37,36218.77,2730.54,0,0,0,0
28.6,4164.17,101488.11,7403.55,0,0,0,0
42.1,3762.06,17019.82,9890.01,0,0,1,1
47.0,5633.43,4813.08,18804.57,0,0,0,0
34.1,9389.85,1760.01,9124.43,0,0,0,0
43.4,7478.84,33377.72,19203.5,0,0,0,0
40.8,4847.86,46433.69,7645.61,0,0,1,0
37.4,582.23,11163.54,1180.81,1,0,0,0
40.1,7526.13,64856.08,8010.08,0,0,1,0
44.1,10175.78,117140.87,20097.78,0,0,1,1
43.4,4971.48,4665.96,6321.59,0,0,0,1
42.5,9214.41,22831.8,25594.79,0,0,1,1
40.9,2309.45,11473.13,5492.2,1,0,1,0
39.9,6828.35,49515.89,6558.59,0,0,0,0
43.9,3236.52,38368.85,7287.84,0,1,1,0
43.5,4925.06,3775.6,6207.03,0,0,1,0
44.8,8522.61,12036.48,24697.42,0,1,0,0
45.1,9155.35,70848.89,26143.02,0,0,1,0
41.6,2183.76,13217.29,6375.38,0,0,1,0
42.4,13714.97,121001.62,12420.29,0,0,0,0
37.8,15110.78,23622.7,24426.92,0,0,0,0
45.1,2155.34,16327.85,2705.93,0,0,1,0
39.9,3505.65,9650.55,6439.16,0,0,0,0
41.4,542.56,52266.45,1590.18,1,0,1,0
45.1,3752.73,422.56,5345.89,0,0,1,0
44.4,1390.37,15834.68,2487.07,0,0,1,0
50.6,841.52,13587.75,1513.0,1,0,1,0
42.1,4327.96,10925.62,7991.71,1,0,1,0
45.7,1665.99,25157.18,3331.05,0,0,1,1
43.8,10349.44,31404.62,33567.49,0,0,1,0
45.2,990.99,1.56,2087.24,1,0,1,1
42.9,2295.81,6458.54,2848.45,0,0,1,0
46.6,3579.09,20984.87,10973.79,0,0,1,0
41.8,6263.95,126344.97,18412.55,0,0,1,0
43.3,3502.34,26077.12,8804.94,0,0,1,0
39.9,4949.22,14103.47,14321.98,0,0,0,0
44.3,5983.24,99824.53,4627.43,0,0,1,0
50.6,10186.57,12973.62,39989.67,0,0,1,0
45.1,1023.06,9204.68,938.73,0,1,1,1
44.9,7037.2,24367.58,10258.34,1,0,1,1
43.4,8030.57,28814.42,10629.19,0,0,1,1
34.7,3498.03,118536.28,3015.72,1,0,0,0
47.9,1273.96,4269.36,1698.3,0,0,1,0
41.1,1475.9,58069.27,2203.54,0,0,1,1
49.6,7769.01,447.52,16024.81,1,0,1,0
39.4,6256.6,97519.03,41621.96,0,0,0,0
38.3,698.84,72201.4,679.79,0,0,0,0
42.7,3426.72,23398.59,4797.95,0,0,1,0
45.1,505.33,4494.53,1390.37,1,0,1,0
44.0,6213.36,2517.18,19071.85,1,0,1,0
37.7,1763.54,3223.19,4058.64,0,0,0,0
42.6,7704.9,11162.02,19131.68,0,0,1,0
34.1,1131.3600000000001,38747.39,2228.07,0,0,0,0
40.1,13520.02,15065.52,21835.15,0,0,0,0
41.9,2787.03,31994.61,4816.82,0,0,1,0
40.1,1111.4299999999998,47202.66,1366.7,0,0,1,0
34.2,2850.68,4044.63,12834.16,0,0,0,0
43.5,5634.13,13719.46,11302.42,0,0,1,0
43.9,16411.15,49397.57,64397.6,0,0,0,0
36.5,4740.56,33770.7,10008.61,0,0,0,0
36.6,7579.13,9799.25,19881.95,0,1,0,0
47.2,2271.16,2920.91,3941.79,0,0,1,0
38.9,804.6600000000001,2826.43,1100.1,0,0,0,0
42.4,30528.58,22965.23,59932.27,0,0,0,0
44.9,7037.69,440.72,7846.12,0,0,1,0
45.0,4187.35,4991.21,4342.47,0,0,1,0
40.1,5445.57,41296.91,2743.99,0,0,1,0
39.6,1030.38,15624.75,475.47,1,0,0,0
37.7,4165.54,22330.37,9056.88,0,0,0,0
39.8,2063.92,1076.09,2321.98,0,0,0,0
43.9,2892.35,33772.7,5587.26,0,0,1,0
39.3,3846.77,42488.15,8226.77,0,0,0,0
45.5,18162.56,79198.5,42168.2,0,0,0,1
41.0,3244.41,221767.08,10089.08,0,0,1,0
47.3,3941.21,21009.94,14343.24,1,0,1,1
50.3,8558.65,36139.74,26532.06,0,0,1,0
48.5,2995.95,112151.17,9161.04,0,0,1,0
44.8,831.56,161.45,958.22,1,0,1,0
39.0,752.64,3808.47,825.63,1,0,0,0
41.8,4237.15,3548.17,9469.77,0,0,1,0
38.7,6967.87,76732.73,3639.27,0,0,0,0
43.6,795.37,113812.59,2546.0,0,0,1,0
41.1,859.3199999999999,63332.77,2956.55,0,0,1,0
38.2,2519.6,220.38,3591.98,0,0,0,0
47.8,3113.39,3035.11,5297.41,0,0,1,0
36.4,3186.69,8147.02,6623.06,0,0,0,0
39.5,2828.63,78055.34,8506.65,0,0,0,0
44.6,2110.41,14098.13,1993.59,0,0,0,1
37.5,4680.4,59790.76,3786.17,0,0,0,0
48.4,13513.02,37627.69,24747.89,0,0,1,0
43.6,1616.24,100784.89,5221.35,0,0,1,0
47.5,2262.6099999999997,31755.38,10251.7,0,0,1,0
37.0,4872.7,1910.14,5543.85,0,0,0,0
47.4,2385.71,15392.06,2384.39,0,0,1,0
48.1,2683.89,669.75,8027.07,0,0,0,0
44.3,10234.33,35598.93,9282.51,0,0,1,1
35.5,1256.19,27718.16,895.65,0,0,0,0
47.2,6431.83,62638.81,30748.18,0,0,1,1
30.9,1307.28,115939.89,2802.55,0,0,0,0
47.5,2143.2,3028.19,7204.06,0,0,1,0
40.8,1326.23,7517.53,2078.84,0,0,1,0
42.0,9365.72,30677.06,14787.19,0,0,1,0
48.0,3165.29,20929.06,10378.91,0,0,1,1
38.0,9263.55,29421.91,3573.39,0,1,0,0
49.8,1223.72,4081.94,3978.75,0,0,1,1
48.0,5524.72,30757.28,9432.01,0,0,1,0
42.2,4082.55,20868.76,3348.09,0,0,1,0
43.3,559.27,29838.11,1655.58,1,0,1,1
42.5,595.05,2429.82,2019.66,1,0,1,0
46.5,7241.37,228.03,27513.05,0,0,1,0
46.3,703.24,176637.95,1561.2,1,0,1,0
38.1,977.15,72148.62,674.0,1,0,0,0
43.7,13450.32,22878.21,20672.42,0,1,1,1
40.7,580.47,2561.38,2380.31,1,0,1,0
34.6,8562.85,9490.14,17714.02,0,0,0,1
38.8,6348.29,26940.31,8683.84,0,0,0,0
41.1,11876.03,17761.31,33633.31,0,0,1,0
38.3,4054.06,35885.1,10890.7,0,0,0,0
40.0,1018.72,38646.92,1817.94,0,0,0,0
42.2,3808.72,26147.85,21002.45,0,0,1,0
37.6,3439.01,50153.23,1522.98,0,0,0,0
46.7,2824.52,60290.51,11319.45,0,0,1,0
41.8,820.98,77.61,1879.53,1,0,1,0
43.5,3995.35,27312.92,543.84,0,0,1,0
41.5,5711.06,28624.41,16394.12,0,0,1,0
53.8,1640.34,36908.55,4288.87,1,0,1,0
41.9,11400.78,8897.71,22928.59,0,0,1,0
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